» Optuna Params Tuning Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Optuna_LightGBM LightGBM logloss 0.267532 19.48
2_Optuna_Xgboost Xgboost logloss 0.271852 17.06
3_Optuna_RandomForest Random Forest logloss 0.273661 17.25
the best Ensemble Ensemble logloss 0.264678 0.91

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation